Argentinian LegalTech automates case law research with AI and processes over 700 judgments per day

Searching for relevant case law is time-consuming in many legal systems, especially when data sources are fragmented, technically outdated, or difficult to search. A new legal tech project from Argentina aims to address this very problem: JurisprudenciaARG.com combines data processing and artificial intelligence to significantly speed up the search for court rulings.

According to its founders, the platform now processes more than 700 new decisions per day, building a structured database of over 450,000 documents that is designed to help lawyers find relevant precedents more quickly.

Originating from practice: a problem from everyday law firm life

The project was founded by lawyer Leonardo Limanski and computer scientist Gastón Krasny. The trigger was not an academic laboratory, but everyday work in legal practice: confusing portals, separate court systems, and search functions with many irrelevant hits.

Technical core: standardization before AI

The decisive factor here is not only the AI itself, but also the upstream data work. According to the founding team, the platform is based on a multi-stage process: collection from official sources, standardization of different formats (PDF, Word, HTML), extraction of metadata, and subsequent AI-supported processing.

Productivity promise: From hours to minutes

The founding team argues that research time can be drastically reduced in typical cases. This is economically relevant for everyday law firm work: more time for strategy, higher processing capacity, and potentially better argumentation through faster access to relevant precedents.

Competitive effect: "Leveling the playing field"

A key aspect of the project is the democratization of research capacity. When a tool simplifies access to relevant case law, it can change market dynamics. The quality of representation then depends less on the size of the law firm.

More than just search: early warning and assisted text work

In addition to research, the company is developing additional functions such as an early warning system for proceedings ("AlertaJuicios"), which is designed to highlight lawsuits before they are officially served. The platform is also working on AI-supported assistance in structuring legal briefs based on verified data.

Classification for Europe and Switzerland

For Europe—and potentially also for Switzerland—the case is interesting because it shows that legal tech innovation does not necessarily have to come from the US. What is crucial is practical domain knowledge, a robust data pipeline, and clear benefits in the everyday work of the profession.

Conclusion: JurisprudenciaARG is a prime example of practical LegalTech solutions: not primarily "AI as a show effect," but AI as a productivity infrastructure. AI is positioned as a tool to relieve repetitive tasks, while legal evaluation remains with humans.